Title Input
0 Type City
1 Search chicago
2 Place of Interests portillos,restaurant,starbucks,mcdonalds

SHOWING RESULTS FOR INPUT:

RENT: $/SQFT

2011201220132014201520162017201820190.811.21.41.61.822.22.4
606576061460640606476061860613606256062960610606196061160617606206063460628606496062660616606226061560641606606063760608606386063960630606436062360632606056060960645606516065460653606446060760612606596065260631606566062460621606016065560646606366064260661606336060660602

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING RENT

0 1 2 3
0 Model: OLS Adj. R-squared: 0.841
1 Dependent Variable: rent AIC: -67.0936
2 Date: 2020-01-22 14:11 BIC: -41.4798
3 No. Observations: 53 Log-Likelihood: 46.547
4 Df Model: 12 F-statistic: 23.94
5 Df Residuals: 40 Prob (F-statistic): 1.58e-14
6 R-squared: 0.878 Scale: 0.013394

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept 1.586 0.535013 2.96441 0.0050907 0.504695 2.6673
population 2.58524e-06 8.80296e-07 2.93679 0.00547737 8.06097e-07 4.36439e-06
density -6.19741e-06 2.94879e-06 -2.10168 0.0419261 -1.21571e-05 -2.37689e-07
violent crime -0.0773329 0.0300146 -2.57651 0.0137772 -0.137995 -0.016671
property crime 0.0680714 0.0285693 2.38268 0.0220284 0.0103307 0.125812
MCDONALDS_count -0.0183843 0.0115279 -1.59477 0.118636 -0.041683 0.00491441
PORTILLOS_count 0.0997288 0.119614 0.833756 0.40937 -0.14202 0.341477
RESTAURANT_count 0.0278806 0.0246033 1.1332 0.263875 -0.0218446 0.0776057
STARBUCKS_count 0.0177321 0.00548644 3.23198 0.00246325 0.00664357 0.0288206
MCDONALDS_mean -0.000191266 8.21981e-05 -2.32689 0.0251197 -0.000357395 -2.51377e-05
PORTILLOS_mean -1.14571e-05 1.78366e-05 -0.642336 0.52432 -4.75061e-05 2.4592e-05
RESTAURANT_mean 0.000248367 7.21617e-05 3.44181 0.0013669 0.000102523 0.000394212
STARBUCKS_mean -0.000119885 0.00011589 -1.03447 0.307132 -0.000354107 0.000114338

SALES: $/SQFT

2010201120122013201420152016201720182019100200300400500600700
6065760614606406064760618606136062560629606106061960611606176062060634606286064960626606226061660615606416066060608606386063960630606436062360632606056060960645606546065160653606076061260659606526063160656606016064260655606466063660633

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING SALES

0 1 2 3
0 Model: OLS Adj. R-squared: 0.860
1 Dependent Variable: sales AIC: 491.7194
2 Date: 2020-01-22 14:11 BIC: 515.4918
3 No. Observations: 46 Log-Likelihood: -232.86
4 Df Model: 12 F-statistic: 23.94
5 Df Residuals: 33 Prob (F-statistic): 7.19e-13
6 R-squared: 0.897 Scale: 2035.7

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept 186.281 233.967 0.796183 0.431617 -289.729 662.291
population -0.000514198 0.000381995 -1.34609 0.187449 -0.00129137 0.000262976
density -0.000925007 0.00126472 -0.73139 0.469703 -0.00349811 0.00164809
violent crime -24.1812 14.6702 -1.64832 0.108777 -54.0279 5.66555
property crime 21.1787 13.8164 1.53287 0.13484 -6.93095 49.2884
MCDONALDS_count 2.29197 5.03641 0.455081 0.652031 -7.95467 12.5386
PORTILLOS_count 82.6424 47.0014 1.7583 0.0879693 -12.9826 178.267
RESTAURANT_count 10.7717 10.1123 1.06521 0.294513 -9.80191 31.3453
STARBUCKS_count 9.64346 2.498 3.86046 0.000499074 4.56123 14.7257
MCDONALDS_mean -0.0337833 0.0398242 -0.848311 0.402377 -0.114806 0.0472396
PORTILLOS_mean -0.0280163 0.00722099 -3.87984 0.000472589 -0.0427075 -0.0133251
RESTAURANT_mean 0.148312 0.0304064 4.87765 2.64415e-05 0.0864496 0.210174
STARBUCKS_mean -0.0428736 0.0494171 -0.867587 0.391886 -0.143413 0.0576662

ROI (PER YERAR: ROI = RENT*12/SALES*100)

201120122013201420152016201720182019510152025303540
6060160605606076060860609606106061160612606136061460615606166061760618606196062060622606236062560626606286062960630606316063260633606346063660638606396064060641606426064360645606466064760649606516065260653606546065560656606576065960660

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING ROI

0 1 2 3
0 Model: OLS Adj. R-squared: 0.320
1 Dependent Variable: roi AIC: 264.8438
2 Date: 2020-01-22 14:11 BIC: 288.6161
3 No. Observations: 46 Log-Likelihood: -119.42
4 Df Model: 12 F-statistic: 2.762
5 Df Residuals: 33 Prob (F-statistic): 0.0103
6 R-squared: 0.501 Scale: 14.680

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept -5.67259 19.8686 -0.285505 0.777041 -46.0956 34.7504
population 1.4733e-05 3.24392e-05 0.454173 0.652678 -5.12651e-05 8.07311e-05
density -0.000120345 0.000107401 -1.12052 0.27058 -0.000338854 9.81638e-05
violent crime 1.00493 1.2458 0.806651 0.425643 -1.52967 3.53952
property crime -0.764205 1.1733 -0.651332 0.519342 -3.15129 1.62288
MCDONALDS_count -0.410053 0.427694 -0.958753 0.344656 -1.2802 0.460097
PORTILLOS_count -3.83779 3.99138 -0.96152 0.343284 -11.9583 4.28274
RESTAURANT_count 0.219317 0.858741 0.255394 0.800004 -1.5278 1.96644
STARBUCKS_count 0.0654993 0.212132 0.308767 0.75944 -0.366086 0.497085
MCDONALDS_mean -0.00122613 0.00338189 -0.362559 0.719246 -0.00810664 0.00565437
PORTILLOS_mean 0.000923646 0.00061321 1.50625 0.141517 -0.000323939 0.00217123
RESTAURANT_mean -0.00413513 0.00258213 -1.60144 0.11881 -0.0093885 0.00111825
STARBUCKS_mean 0.0021657 0.00419652 0.516071 0.609246 -0.00637219 0.0107036